Turn AI that chats into AI that acts
Turn AI that chats into AI that acts
The Agentic Automation Framework by LSD Open
From Passive to Active AI
From Passive to Active AI
AI shouldn’t be a standalone tool; it should be a core component of your platform engineering strategy. By integrating Red Hat OpenShift AI with Ansible Automation Platform, we’ve built an Agentic Automation framework that bridges the gap between Generative AI and infrastructure execution. Watch the video below for a brief overview:
Why Agentic Automation?
While the enterprise world is scrambling to find suitable use cases for AI in their line of business, many AI implementations are unsuccessful because they aren’t delivering the value to the business. With agentic AI, automation, and scalable cloud native platforms, this framework creates powerful tooling for your team to use in day-to-day operations, freeing their time from toil, admin, and repetitive tasks.
Sovereignty & Governance
Deploy AI workloads directly within your own datacenter. Keep your data private and align strictly with your existing governance and protection requirements. No data leaks. No public cloud dependencies.
Action Over Chat
Stop building chatbots and start building agents. LSD Open shifts the paradigm to Agentic AI - intelligent models capable of planning, reasoning, and executing complex tasks autonomously.
Powerful Tooling for AI
Existing Ansible automations now become tools for AI agents to use, enabling teams to rapidly build out custom AI tools using Ansible playbooks, and integrate them using model context protocol.
Zero-Touch Operations
Reduce Mean-Time-To-Resolution (MTTR) by allowing agents to detect, diagnose, and fix incidents without human intervention.
Economic Control
Shift from volatile SaaS OpEx models to predictable, depreciable infrastructure CapEx.
Foundation for Enterprise AI
The architecture deployed provides a universal foundation for enterprise AI, establishing a reusable platform for future AI projects.
The Agentic Automation Framework
The Agentic Automation framework is a private, sovereign AI capability hosted entirely within your datacenter. By combining the reasoning power of Red Hat OpenShift AI with the deterministic reliability of Ansible Automation Platform, the framework enables a digital workforce of digital agents capable of autonomous operations. By using specific automations, model context protocol (MCP) and Large Language Models (LLMs), AI can add actual value to your business.
Click on the diagram below to see a larger version that can also be displayed full screen:
Framework Core Components

Red Hat OpenShift
Cloud native foundation for all components, enabling scalability and GPU scheduling.
Integration Fabric - MCP
The Model Context Protocol (MCP) standardises the interface between LLM agents and existing APIs, automation systems, and data sources.
Automation Layer - Ansible
The Ansible Automation Platform executes deterministic automation tasks exposed as tools via MCP.
Agent Framework: Llama Stack/AWS Bedrock
LLM capable of agent orchestration, reasoning, and tool integration (e.g. Llama Stack).
Inference: OpenShift AI + vLLM
Model serving and orchestration for open source LLMs like Llama Stack and AWS Bedrock
Get in Touch with LSD Open
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